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Performance analysis of an rfid-based 3d indoor positioning system combining scene analysis and neural network methods
Abstract
The main purpose of this research is to improve localization accuracy of an active Radio Frequency Identification, RFID tag, in 3D indoor space. The paper presents a new RFID based 3D Indoor Positioning System which shows performance improvement. The proposed positioning system combines two methods: the Scene Analysis technique and Artificial Neural Network. The results of both simulation using Log-Distance Path Loss Model and physical experiments validate that the proposed positioning system improves the localization accuracy of an RFID tag compared with well-known Scene Analysis technique solutions.
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- Category:
- Articles
- Type:
- artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
- Published in:
-
Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej
pages 29 - 33,
ISSN: 1425-5766 - Language:
- English
- Publication year:
- 2013
- Bibliographic description:
- Jachimczyk B., Dziak D., Kulesza W.: Performance analysis of an rfid-based 3d indoor positioning system combining scene analysis and neural network methods// Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej. -., nr. 34 (2013), s.29-33
- Verified by:
- Gdańsk University of Technology
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